At a Glance
- Tasks: Design and implement AI models for wearable health data to improve patient outcomes.
- Company: Join Johnson & Johnson, a leader in healthcare innovation and technology.
- Benefits: Gain hands-on experience, mentorship, and the chance to impact global health.
- Other info: Collaborative environment with opportunities for publication and career growth.
- Why this job: Be at the forefront of AI/ML in digital health and contribute to meaningful research.
- Qualifications: PhD candidate in relevant fields with strong programming skills in Python.
The predicted salary is between 20000 - 30000 € per year.
At Johnson & Johnson, we believe health is everything. Our strength in healthcare innovation empowers us to build a world where complex diseases are prevented, treated, and cured, where treatments are smarter and less invasive, and solutions are personal. Through our expertise in Innovative Medicine and MedTech, we are uniquely positioned to innovate across the full spectrum of healthcare solutions today to deliver the breakthroughs of tomorrow, and profoundly impact health for humanity.
As guided by Our Credo, Johnson & Johnson is responsible to our employees who work with us throughout the world. We provide an inclusive work environment where each person is considered as an individual. At Johnson & Johnson, we respect the diversity and dignity of our employees and recognize their merit.
Research Intern AI/ML & DH Data Science and Digital Health (DSDH) function within Johnson & Johnson Innovative Medicine Research & Development is seeking a PhD‑level Research Intern to support the development of foundation models for multimodal wearable sensor data, including accelerometer, PPG, ECG, and other physiological signals. The intern will work on self‑supervised and multimodal representation learning to build scalable models that generalize across digital health applications such as human activity recognition, sleep staging, cardiovascular monitoring, gait analysis, and digital biomarker discovery.
Johnson & Johnson Innovative Medicine Research & Development develops treatments that improve the health of people worldwide. Research and development areas encompass multiple therapeutic areas (TA) including oncology, cardiopulmonary, immunology, and neuroscience. Our goal is to help people live longer, healthier lives. We have produced and marketed many first‑in‑class prescription medications and are poised to serve the broad needs of the healthcare market, from patients to practitioners and from clinics to hospitals.
Key Responsibilities:
- Design and implement self‑supervised learning frameworks for wearable time‑series data.
- Train foundation models on large‑scale unlabelled multimodal sensor datasets.
- Develop architectures using transformers, contrastive learning, masked modelling, and cross‑modal attention.
- Integrate heterogeneous sensors (accelerometer, PPG, ECG, heart‑rate) using multimodal fusion strategies.
- Evaluate learned representations on downstream health tasks (HAR, sleep, stress, gait, health outcomes).
- Contribute to reproducible research outputs, including publications and well‑documented code.
Required Qualifications:
- PhD candidate in Machine Learning, AI, Computer Science, Biomedical Engineering, Signal Processing, or other related quantitative fields.
- Strong programming experience with Python and deep learning frameworks (PyTorch or TensorFlow).
- Strong technical background in deep learning for time‑series data and self‑supervised learning.
- Experience working with large‑scale datasets and research pipelines.
Preferred Qualifications:
- Experience with wearable sensor data and multimodal machine learning.
- Familiarity with transformers, contrastive learning, and masked modelling.
- Background in physiological signal processing and digital health applications.
- Exposure to time‑series foundation models or large‑scale model training.
PhD Research Summer Intern AI/ML & Digital Health employer: Johnson & Johnson Innovative Medicine
At Johnson & Johnson, we pride ourselves on being an exceptional employer that champions innovation and inclusivity in the healthcare sector. Our London location offers a vibrant work culture where employees are empowered to contribute to groundbreaking research in AI/ML and digital health, with ample opportunities for professional growth and collaboration. We are committed to fostering a diverse environment that respects individual merit, ensuring that every team member feels valued and inspired to make a meaningful impact on global health.
Contact Detail:
Johnson & Johnson Innovative Medicine Recruiting Team
StudySmarter Expert Advice🤫
We think this is how you could land PhD Research Summer Intern AI/ML & Digital Health
✨Tip Number 1
Network like a pro! Reach out to professionals in the AI/ML and digital health space on LinkedIn. Don’t be shy—ask for informational interviews or advice. It’s all about making connections that could lead to opportunities.
✨Tip Number 2
Show off your skills! Create a portfolio showcasing your projects related to wearable sensor data or machine learning. This is your chance to demonstrate what you can do beyond your CV—make it visually appealing and easy to navigate.
✨Tip Number 3
Prepare for interviews by diving deep into Johnson & Johnson’s work in innovative medicine. Familiarise yourself with their recent projects and how they align with your research interests. Tailor your responses to show how you can contribute to their mission.
✨Tip Number 4
Apply through our website! It’s the best way to ensure your application gets seen. Plus, keep an eye on any upcoming career fairs or networking events where you can meet J&J representatives in person.
We think you need these skills to ace PhD Research Summer Intern AI/ML & Digital Health
Some tips for your application 🫡
Tailor Your CV:Make sure your CV is tailored to the role. Highlight your experience in AI, ML, and digital health, and don’t forget to showcase any relevant projects or research. We want to see how your skills align with what we’re looking for!
Craft a Compelling Cover Letter:Your cover letter is your chance to shine! Use it to explain why you’re passionate about this internship and how your background makes you a great fit. Be genuine and let your enthusiasm for the role come through.
Showcase Your Technical Skills:Since this role involves programming and deep learning, make sure to highlight your technical skills clearly. Mention your experience with Python, PyTorch, or TensorFlow, and any specific projects that demonstrate your expertise in these areas.
Apply Through Our Website:We encourage you to apply through our website for a smoother application process. It’s the best way for us to receive your application and ensure it gets the attention it deserves. Don’t miss out on this opportunity!
How to prepare for a job interview at Johnson & Johnson Innovative Medicine
✨Know Your Stuff
Make sure you brush up on the latest trends in AI/ML and digital health. Familiarise yourself with self-supervised learning frameworks and multimodal sensor data. Being able to discuss these topics confidently will show that you're genuinely interested and knowledgeable about the field.
✨Showcase Your Projects
Prepare to talk about your previous research or projects, especially those involving Python, deep learning frameworks, or wearable sensor data. Highlight any specific challenges you faced and how you overcame them. This will demonstrate your problem-solving skills and technical expertise.
✨Ask Smart Questions
Come prepared with insightful questions about Johnson & Johnson's approach to innovative medicine and how they integrate AI/ML into their research. This not only shows your enthusiasm but also helps you gauge if the company aligns with your career goals.
✨Be Yourself
Remember, they’re looking for a good fit for their inclusive work environment. Be authentic and let your personality shine through. Share your passion for healthcare innovation and how you see yourself contributing to their mission of improving health for humanity.
